Company	Price	Valuation					Profitability					Cash & leverage					Quality				Rating
		P/E	P/B	P/S	EV / EBITDA	DCF upside	Gross margin	Operating margin	Net margin	ROE	ROIC	FCF yield	Debt / equity	Net debt / EBITDA	Interest coverage	Current ratio	Dividend yield	Piotroski (0-9)	Altman Z	Rating score (1-5)
NIQthis companyNIQ Global Intelligence Plc	$20.72	-12.49×	4.45×	1.05×	10.31×	260.8%	55.6%	3.4%	-8.4%	-35.7%	2.5%	0.5%	3.92×	4.46×	0.43×	1.03×	0.0%	5	0.85	2	C
AIC3.ai, Inc.	$11.96	-2.64×	1.9×	4.96×	-2.59×	-212.5%	30.9%	-194.9%	-187.9%	-71.9%	-68.2%	-15.4%	0.01×	0.13×	0×	6.64×	0.0%	1	2.51	1	C-
BBAIBigBear.ai Holdings, Inc.	$2.37	-6.59×	3.17×	15.18×	-7.2×	-131.1%	22.3%	-65.3%	-230.2%	-48.0%	-10.7%	-2.4%	0.04×	0.24×	-4.6×	1.78×	0.0%	4	7.75	2	C+
IPGPIPG Photonics Corporation	$69.66	98.08×	1.43×	3.04×	23.79×	-46.0%	38.0%	1.3%	3.1%	1.5%	0.4%	-0.1%	0.01×	-3.45×	0×	6.08×	0.0%	6	8.51	3	B
PAYPaymentus Holdings, Inc.	$34.11	59.6×	7.29×	3.42×	29.87×	-73.1%	24.8%	6.3%	5.6%	11.9%	10.4%	4.0%	0.02×	-2.48×	0×	4.46×	0.0%	7	25.6	4	A-
PTRNPattern Group Inc. Series A Common Stock	$19.05	-12.97×	3.5×	0.81×	111.04×	-117.1%	42.9%	1.0%	0.6%	2.8%	-84.1%	3.9%	0.05×	-16.13×	0×	2.34×	0.0%	5	7.17	2	C
Peer median	—	-2.64×	3.17×	3.42×	23.79×	-117.1%	30.9%	1.0%	0.6%	1.5%	-10.7%	-0.1%	0.02×	-2.48×	0×	4.46×	0.0%	5	7.75	2	—